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A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.

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WatNetv2

An improved version of the WatNet. Specifically,

  1. The WatNetv2 is not applicable for Sentinel-2 image but also applicable for the Landsat series (Landsat-5, 7, 8 and 9) image.
  2. The WatNetv2 achieved improved surface water mapping by comparing with WatNet.

Note:

  1. the dataset is prepared at WatSet repository (github.com/Hydrological-Observation-Group/WatSet)

TODO:

  1. Rewrite vmamba_seg to one file.
  2. try SAM model.
  3. replace segmentation decoder to UPerHead for the vmamba.

About

A new WatNet version which further extends the data applicability from Sentinel-2 image to Landsat-5, 7, 8 images.

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15 stars

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1 watching

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